Fold 2 - Understanding why coefficient -125065 was selected
Tag: HAND CREAM
Selected Coefficient: -125065
Taxonomy Path: -8.3.20
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -125065 | 2.000000 | -8.3.20 | -20.3.8 (-(20*79^2 + 3*79 + 8)) | Yes | |
| -4082114 | 3.000000 | -26.6.22.8 | -8.22.6.26 (-(8*79^3 + 22*79^2 + 6*79 + 26)) | No | |
| -2041057 | 3.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 1628). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | -125065 | AWARD WINNING | 0 | none | ||
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | -125065 | AWARD WINNING | 0 | none | ||
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | -2041057 | AWARD WINNING, GIFT UNDER £30 | -1915992 | none | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -4082114 | AROMATHERAPY, AWARD WINNING, GIFT UNDER £30 | -3957049 | none |